Rajiv Ratn Shah

IIIT Delhi, India

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Open-Source Models & Weights (1)Scaling Laws & Emergent Abilities (1)

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Dikshant Kukreja (1)Kshitij Sah (1)Gautam Gupta (1)Avinash Anand (1)

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Apr 14, 2026

5d ago·also NVIDIA

Better and Worse with Scale: How Contextual Entrainment Diverges with Model Size

Scaling up LLMs doesn't uniformly improve context handling; instead, it paradoxically amplifies the tendency to copy irrelevant tokens while simultaneously improving resistance to misinformation.

Dikshant Kukreja, Kshitij Sah, Gautam Gupta +9

Eval Frameworks & Benchmarks Open-Source Models & Weights Scaling Laws & Emergent Abilities

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Rajiv Ratn Shah

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)